Overview

Dataset info

Number of variables31
Number of observations284807
Missing cells0 (0.0%)
Duplicate rows1081 (0.4%)
Total size in memory67.4 MiB
Average record size in memory248.0 B

Variables types

NUM30
BOOL1

Reproduction info

Date of analysis2020-05-26 01:38:23.961770
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

Dataset has 1081 (0.4%) duplicate rows Warning

Variables

Amount
Real number (ℝ≥0)

Distinct count32767
Unique (%)11.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.34961925093133
Minimum0.0
Maximum25691.16
Zeros1825
Zeros (%)0.6%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.92
Q15.6
median22
Q377.165
95-th percentile365
Maximum25691.16
Range25691.16
Interquartile range (IQR)71.565

Descriptive statistics

Standard deviation250.1201092
Coefficient of variation (CV)2.831026453
Kurtosis845.0926455
Mean88.34961925
Median Absolute Deviation (MAD)103.5315925
Skewness16.97772445
Sum25162590.01
Variance62560.06905
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 5.000000e-03 1.500000e-02 2.500000e-02 4.500000e-02 ... 2.720940e+03 4.018285e+03 4.958080e+03 8.031060e+03 2.569116e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 13688 4.8%
 
1.98 6044 2.1%
 
0.89 4872 1.7%
 
9.99 4747 1.7%
 
15 3280 1.2%
 
0.76 2998 1.1%
 
10 2950 1.0%
 
1.29 2892 1.0%
 
1.79 2623 0.9%
 
0.99 2304 0.8%
 
Other values (32757) 238409 83.7%
 
ValueCountFrequency (%) 
0 1825 0.6%
 
0.01 718 0.3%
 
0.02 85 < 0.1%
 
0.03 3 < 0.1%
 
0.04 11 < 0.1%
 
ValueCountFrequency (%) 
25691.16 1 < 0.1%
 
19656.53 1 < 0.1%
 
18910 1 < 0.1%
 
12910.93 1 < 0.1%
 
11898.09 1 < 0.1%
 

Class
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.2 MiB
0
284315
1
 
492
ValueCountFrequency (%) 
0 284315 99.8%
 
1 492 0.2%
 

Time
Real number (ℝ≥0)

Distinct count124592
Unique (%)43.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94813.85957508067
Minimum0.0
Maximum172792.0
Zeros2
Zeros (%)< 0.1%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile25297.6
Q154201.5
median84692
Q3139320.5
95-th percentile164143.4
Maximum172792
Range172792
Interquartile range (IQR)85119

Descriptive statistics

Standard deviation47488.14595
Coefficient of variation (CV)0.5008565854
Kurtosis-1.293530051
Mean94813.85958
Median Absolute Deviation (MAD)42796.37015
Skewness-0.03556761801
Sum2.70036509e+10
Variance2255124006
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 1646.5 2089.5 2113.5 2269.5 ... 165645.5 166574.5 168338.5 171653.5 172792. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
163152 36 < 0.1%
 
64947 26 < 0.1%
 
68780 25 < 0.1%
 
3767 21 < 0.1%
 
3770 20 < 0.1%
 
128860 19 < 0.1%
 
19912 19 < 0.1%
 
3750 19 < 0.1%
 
140347 19 < 0.1%
 
143083 18 < 0.1%
 
Other values (124582) 284585 99.9%
 
ValueCountFrequency (%) 
0 2 < 0.1%
 
1 2 < 0.1%
 
2 2 < 0.1%
 
4 1 < 0.1%
 
7 2 < 0.1%
 
ValueCountFrequency (%) 
172792 1 < 0.1%
 
172788 2 < 0.1%
 
172787 1 < 0.1%
 
172786 1 < 0.1%
 
172785 1 < 0.1%
 

V1
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.165979954793388e-15
Minimum-56.407509631329
Maximum2.45492999121121
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-56.40750963
5-th percentile-2.89914677
Q1-0.9203733844
median0.01810879916
Q31.315641694
95-th percentile2.081223059
Maximum2.454929991
Range58.86243962
Interquartile range (IQR)2.236015078

Descriptive statistics

Standard deviation1.958695804
Coefficient of variation (CV)1.679870907e+15
Kurtosis32.48667949
Mean1.165979955e-15
Median Absolute Deviation (MAD)1.411612428
Skewness-3.280667303
Sum3.32079253e-10
Variance3.836489252
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-56.40750963 -37.30618102 -24.73014201 -18.60079019 -13.916705 ... 2.32196904 2.3346441 2.37074257 2.40010371 2.45492999], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2.055797006 77 < 0.1%
 
1.245673819 77 < 0.1%
 
2.053311214 62 < 0.1%
 
1.302377965 60 < 0.1%
 
2.040211058 53 < 0.1%
 
2.085174876 48 < 0.1%
 
1.332849312 45 < 0.1%
 
1.01841182 40 < 0.1%
 
1.335053154 39 < 0.1%
 
1.315404172 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-56.40750963 1 < 0.1%
 
-46.8550472 1 < 0.1%
 
-41.92873752 1 < 0.1%
 
-40.47014184 1 < 0.1%
 
-40.0425375 1 < 0.1%
 
ValueCountFrequency (%) 
2.454929991 1 < 0.1%
 
2.45188849 1 < 0.1%
 
2.446504985 1 < 0.1%
 
2.439207481 1 < 0.1%
 
2.430506781 1 < 0.1%
 

V10
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.2397512928263264e-15
Minimum-24.5882624372475
Maximum23.7451361206545
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-24.58826244
5-th percentile-1.338635689
Q1-0.5354257265
median-0.0929173836
Q30.4539234451
95-th percentile1.548557436
Maximum23.74513612
Range48.33339856
Interquartile range (IQR)0.9893491716

Descriptive statistics

Standard deviation1.088849765
Coefficient of variation (CV)4.861476222e+14
Kurtosis31.98823878
Mean2.239751293e-15
Median Absolute Deviation (MAD)0.6951185189
Skewness1.18714059
Sum6.378968465e-10
Variance1.185593812
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-24.58826244 -15.2930304 -8.57034798 -5.22219049 -4.02966711 ... 11.49631453 11.51808536 12.1681448 13.76955248 23.74513612], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.04457458938 77 < 0.1%
 
-0.07518616994 77 < 0.1%
 
-0.3620473484 62 < 0.1%
 
-1.02294603 60 < 0.1%
 
-0.3510751014 53 < 0.1%
 
-1.0186222 48 < 0.1%
 
-0.6520966004 45 < 0.1%
 
-1.57028828 40 < 0.1%
 
-0.5359027355 39 < 0.1%
 
-1.090180906 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-24.58826244 1 < 0.1%
 
-24.40318497 1 < 0.1%
 
-23.22825484 1 < 0.1%
 
-22.18708856 4 < 0.1%
 
-20.94919155 1 < 0.1%
 
ValueCountFrequency (%) 
23.74513612 1 < 0.1%
 
15.33174156 1 < 0.1%
 
15.24568569 1 < 0.1%
 
15.2360282 1 < 0.1%
 
13.81175777 1 < 0.1%
 

V11
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.673326932726423e-15
Minimum-4.79747346479757
Maximum12.018913181619899
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-4.797473465
5-th percentile-1.571901245
Q1-0.7624941955
median-0.0327573545
Q30.7395934073
95-th percentile1.614032823
Maximum12.01891318
Range16.81638665
Interquartile range (IQR)1.502087603

Descriptive statistics

Standard deviation1.020713028
Coefficient of variation (CV)6.099901984e+14
Kurtosis1.633921258
Mean1.673326933e-15
Median Absolute Deviation (MAD)0.8312564348
Skewness0.3565058555
Sum4.765752237e-10
Variance1.041855085
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-4.79747346 -4.0800782 -3.39090012 -2.96377471 -2.71849661 ... 3.84062645 3.8420941 4.83767499 7.65250115 12.01891318], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.3567490185 77 < 0.1%
 
0.0635044576 77 < 0.1%
 
-0.5895980404 62 < 0.1%
 
-0.1914229727 60 < 0.1%
 
0.3296508837 53 < 0.1%
 
0.8070381067 48 < 0.1%
 
0.4180026649 45 < 0.1%
 
3.463017821 40 < 0.1%
 
0.3328484176 39 < 0.1%
 
-0.02860892995 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-4.797473465 1 < 0.1%
 
-4.682930548 1 < 0.1%
 
-4.568390246 1 < 0.1%
 
-4.453852842 1 < 0.1%
 
-4.339318655 1 < 0.1%
 
ValueCountFrequency (%) 
12.01891318 1 < 0.1%
 
11.66920474 1 < 0.1%
 
11.61972348 1 < 0.1%
 
11.27792073 1 < 0.1%
 
11.22847028 1 < 0.1%
 

V12
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.2549951995448174e-15
Minimum-18.683714633344298
Maximum7.8483920756445995
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-18.68371463
5-th percentile-1.967162458
Q1-0.4055714854
median0.1400325883
Q30.6182380329
95-th percentile1.243053123
Maximum7.848392076
Range26.53210671
Interquartile range (IQR)1.023809518

Descriptive statistics

Standard deviation0.9992013895
Coefficient of variation (CV)-7.961794514e+14
Kurtosis20.24186966
Mean-1.2549952e-15
Median Absolute Deviation (MAD)0.7053608597
Skewness-2.278400935
Sum-3.574314178e-10
Variance0.9984034168
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-18.68371463 -8.80554088 -4.75475261 -4.2334046 -4.06287914 ... 2.83372679 2.83454162 3.19023436 4.4396294 7.84839208], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.3505635733 77 < 0.1%
 
-0.07345951735 77 < 0.1%
 
-0.1747120531 62 < 0.1%
 
0.6310273415 60 < 0.1%
 
0.1835081206 53 < 0.1%
 
-0.3305476278 48 < 0.1%
 
-0.3224369237 45 < 0.1%
 
0.5384113631 40 < 0.1%
 
-0.2683187385 39 < 0.1%
 
0.07365651502 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-18.68371463 1 < 0.1%
 
-18.55369701 1 < 0.1%
 
-18.43113103 1 < 0.1%
 
-18.04759657 1 < 0.1%
 
-17.76914346 1 < 0.1%
 
ValueCountFrequency (%) 
7.848392076 1 < 0.1%
 
4.846452409 1 < 0.1%
 
4.574082241 1 < 0.1%
 
4.472920584 1 < 0.1%
 
4.406338221 1 < 0.1%
 

V13
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.1760302718437405e-16
Minimum-5.7918812063208405
Maximum7.126882958593759
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-5.791881206
5-th percentile-1.639729075
Q1-0.6485392991
median-0.01356805679
Q30.6625049594
95-th percentile1.607877206
Maximum7.126882959
Range12.91876416
Interquartile range (IQR)1.311044259

Descriptive statistics

Standard deviation0.9952742301
Coefficient of variation (CV)1.217307418e+15
Kurtosis0.1952997878
Mean8.176030272e-16
Median Absolute Deviation (MAD)0.7846024437
Skewness0.06523345791
Sum2.328590654e-10
Variance0.9905707932
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-5.79188121 -3.88485627 -3.43844142 -3.1468984 -2.84989841 ... 3.3131077 3.5042357 3.79977574 4.51928758 7.12688296], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1412383222 77 < 0.1%
 
-0.5177596942 77 < 0.1%
 
-0.6211270614 62 < 0.1%
 
0.03190727035 60 < 0.1%
 
-0.272918545 53 < 0.1%
 
-0.5314186517 48 < 0.1%
 
-0.1434691546 45 < 0.1%
 
-0.3780953845 40 < 0.1%
 
-0.1276141958 39 < 0.1%
 
-0.2384570315 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-5.791881206 1 < 0.1%
 
-4.008639792 1 < 0.1%
 
-3.961757536 1 < 0.1%
 
-3.888606286 1 < 0.1%
 
-3.881106249 1 < 0.1%
 
ValueCountFrequency (%) 
7.126882959 1 < 0.1%
 
4.569008959 1 < 0.1%
 
4.469566192 1 < 0.1%
 
4.465413177 1 < 0.1%
 
4.369998379 1 < 0.1%
 

V14
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.206296276407264e-15
Minimum-19.2143254902614
Maximum10.5267660517847
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-19.21432549
5-th percentile-1.439351463
Q1-0.4255740125
median0.05060131931
Q30.4931498492
95-th percentile1.39365345
Maximum10.52676605
Range29.74109154
Interquartile range (IQR)0.9187238617

Descriptive statistics

Standard deviation0.9585956113
Coefficient of variation (CV)7.946601759e+14
Kurtosis23.87946184
Mean1.206296276e-15
Median Absolute Deviation (MAD)0.6486510989
Skewness-1.99517584
Sum3.435616236e-10
Variance0.9189055459
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-19.21432549 -15.04401583 -11.62250523 -7.76372551 -5.81640041 ... 3.44641146 4.69363462 5.69628289 7.72340365 10.52676605], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.4069689344 77 < 0.1%
 
0.6909716184 77 < 0.1%
 
-0.703512784 62 < 0.1%
 
-0.03142538126 60 < 0.1%
 
-0.5974366652 53 < 0.1%
 
-2.181448825 48 < 0.1%
 
-1.154524296 45 < 0.1%
 
-3.04549518 40 < 0.1%
 
-0.8682999609 39 < 0.1%
 
0.2157381385 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-19.21432549 1 < 0.1%
 
-18.82208674 1 < 0.1%
 
-18.49377336 1 < 0.1%
 
-18.3920915 1 < 0.1%
 
-18.04999769 1 < 0.1%
 
ValueCountFrequency (%) 
10.52676605 1 < 0.1%
 
7.754598748 1 < 0.1%
 
7.692208544 1 < 0.1%
 
7.667725751 1 < 0.1%
 
7.518402781 1 < 0.1%
 

V15
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.913002835877103e-15
Minimum-4.49894467676621
Maximum8.87774159774277
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-4.498944677
5-th percentile-1.5932001
Q1-0.5828842792
median0.04807154976
Q30.6488208063
95-th percentile1.373090362
Maximum8.877741598
Range13.37668627
Interquartile range (IQR)1.231705085

Descriptive statistics

Standard deviation0.9153160116
Coefficient of variation (CV)1.863048002e+14
Kurtosis0.2847690838
Mean4.913002836e-15
Median Absolute Deviation (MAD)0.7273405181
Skewness-0.3084229821
Sum1.399257599e-09
Variance0.8378034011
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-4.49894468 -3.93047971 -3.5039178 -3.26185887 -2.83391624 ... 2.70341674 3.04034737 3.7063059 5.8050841 8.8777416 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.275257039 77 < 0.1%
 
1.124146923 77 < 0.1%
 
0.2719566102 62 < 0.1%
 
1.446626976 60 < 0.1%
 
0.5838968103 53 < 0.1%
 
0.3887240831 48 < 0.1%
 
1.157633714 45 < 0.1%
 
1.468911143 40 < 0.1%
 
1.128538982 39 < 0.1%
 
1.24527653 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-4.498944677 1 < 0.1%
 
-4.391307068 1 < 0.1%
 
-4.19932125 1 < 0.1%
 
-4.196619695 1 < 0.1%
 
-4.15253176 1 < 0.1%
 
ValueCountFrequency (%) 
8.877741598 1 < 0.1%
 
5.825654319 1 < 0.1%
 
5.78451389 1 < 0.1%
 
5.720478632 1 < 0.1%
 
5.685899052 1 < 0.1%
 

V16
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4376660577482834e-15
Minimum-14.1298545174931
Maximum17.315111517627802
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-14.12985452
5-th percentile-1.491663295
Q1-0.4680367667
median0.06641332058
Q30.5232963125
95-th percentile1.325253187
Maximum17.31511152
Range31.44496604
Interquartile range (IQR)0.9913330792

Descriptive statistics

Standard deviation0.8762528874
Coefficient of variation (CV)6.094968179e+14
Kurtosis10.41913132
Mean1.437666058e-15
Median Absolute Deviation (MAD)0.6478167621
Skewness-1.100966276
Sum4.094573569e-10
Variance0.7678191227
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-14.12985452 -12.66848231 -6.84066711 -4.02848744 -3.57603679 ... 3.00558679 3.6713292 4.86115709 6.75096486 17.31511152], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.3424697541 77 < 0.1%
 
-0.371962125 77 < 0.1%
 
0.3186880634 62 < 0.1%
 
-0.1218203786 60 < 0.1%
 
0.1786758365 53 < 0.1%
 
0.2320713777 48 < 0.1%
 
0.8781749178 45 < 0.1%
 
-0.02974151433 40 < 0.1%
 
0.7865060537 39 < 0.1%
 
-0.2552305247 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-14.12985452 1 < 0.1%
 
-13.56327296 1 < 0.1%
 
-13.30388758 1 < 0.1%
 
-13.25683309 1 < 0.1%
 
-13.25154198 1 < 0.1%
 
ValueCountFrequency (%) 
17.31511152 1 < 0.1%
 
8.28988956 1 < 0.1%
 
7.059131811 1 < 0.1%
 
6.442797901 1 < 0.1%
 
6.351853498 1 < 0.1%
 

V17
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.800112690733671e-16
Minimum-25.162799369324798
Maximum9.25352625047285
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-25.16279937
5-th percentile-0.9830039028
Q1-0.4837483137
median-0.06567575381
Q30.3996749827
95-th percentile1.274609117
Maximum9.25352625
Range34.41632562
Interquartile range (IQR)0.8834232964

Descriptive statistics

Standard deviation0.8493370637
Coefficient of variation (CV)-2.235031255e+15
Kurtosis94.7997191
Mean-3.800112691e-16
Median Absolute Deviation (MAD)0.5638689504
Skewness-3.844914474
Sum-1.082298695e-10
Variance0.7213734477
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-25.16279937 -16.13541512 -6.44607147 -3.27765533 -2.38492051 ... 3.66465519 4.12411321 4.58558005 6.52819517 9.25352625], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.6019568028 77 < 0.1%
 
-0.3746564401 77 < 0.1%
 
0.5493651287 62 < 0.1%
 
-0.651405237 60 < 0.1%
 
0.4738982783 53 < 0.1%
 
2.125021883 48 < 0.1%
 
0.5369175197 45 < 0.1%
 
3.664588481 40 < 0.1%
 
0.316435261 39 < 0.1%
 
-1.072084985 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-25.16279937 1 < 0.1%
 
-24.01909855 1 < 0.1%
 
-23.81563583 1 < 0.1%
 
-23.24159715 1 < 0.1%
 
-22.88399858 1 < 0.1%
 
ValueCountFrequency (%) 
9.25352625 1 < 0.1%
 
9.207058535 1 < 0.1%
 
8.538195139 1 < 0.1%
 
7.893392532 1 < 0.1%
 
7.766636363 1 < 0.1%
 

V18
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.572132597037126e-16
Minimum-9.498745921046769
Maximum5.04106918541184
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-9.498745921
5-th percentile-1.358094019
Q1-0.4988497987
median-0.003636312355
Q30.5008067469
95-th percentile1.394391803
Maximum5.041069185
Range14.53981511
Interquartile range (IQR)0.9996565456

Descriptive statistics

Standard deviation0.8381762095
Coefficient of variation (CV)8.756420798e+14
Kurtosis2.578340834
Mean9.572132597e-16
Median Absolute Deviation (MAD)0.6358244799
Skewness-0.2598802681
Sum2.726210369e-10
Variance0.7025393582
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-9.49874592 -5.1323512 -4.68442048 -3.70533453 -2.92734009 ... 2.70304618 2.78192629 3.13043462 4.10449994 5.04106919], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.4389924324 77 < 0.1%
 
-0.05264014626 77 < 0.1%
 
-0.2577858579 62 < 0.1%
 
0.6179704765 60 < 0.1%
 
-0.4988497987 53 < 0.1%
 
0.4055486736 48 < 0.1%
 
0.7128730126 45 < 0.1%
 
-0.1051895888 40 < 0.1%
 
0.587856253 39 < 0.1%
 
-0.0686980996 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-9.498745921 1 < 0.1%
 
-9.335193079 1 < 0.1%
 
-9.287832214 1 < 0.1%
 
-9.264608733 1 < 0.1%
 
-9.170557219 1 < 0.1%
 
ValueCountFrequency (%) 
5.041069185 1 < 0.1%
 
4.712397566 1 < 0.1%
 
4.295648234 1 < 0.1%
 
4.243841213 1 < 0.1%
 
4.199591107 1 < 0.1%
 

V19
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0398168122182818e-15
Minimum-7.21352743017759
Maximum5.59197142733558
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-7.21352743
5-th percentile-1.356258963
Q1-0.4562989187
median0.003734822995
Q30.4589493558
95-th percentile1.286164482
Maximum5.591971427
Range12.80549886
Interquartile range (IQR)0.9152482745

Descriptive statistics

Standard deviation0.8140405008
Coefficient of variation (CV)7.82869147e+14
Kurtosis1.724969781
Mean1.039816812e-15
Median Absolute Deviation (MAD)0.6057945794
Skewness0.10919176
Sum2.961471068e-10
Variance0.6626619369
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-7.21352743 -4.64756331 -3.84764638 -3.30036959 -2.96043234 ... 3.19015186 3.54180915 3.9069105 4.22068951 5.59197143], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.116090785 77 < 0.1%
 
-0.3305904484 77 < 0.1%
 
0.01625612798 62 < 0.1%
 
0.9276000446 60 < 0.1%
 
-0.1400986848 53 < 0.1%
 
-0.4409295119 48 < 0.1%
 
0.006773555225 45 < 0.1%
 
-2.097944321 40 < 0.1%
 
0.04935008318 39 < 0.1%
 
0.2552676745 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-7.21352743 1 < 0.1%
 
-6.938297318 1 < 0.1%
 
-4.932733055 1 < 0.1%
 
-4.676092279 1 < 0.1%
 
-4.619034342 1 < 0.1%
 
ValueCountFrequency (%) 
5.591971427 1 < 0.1%
 
5.572113327 1 < 0.1%
 
5.501747214 1 < 0.1%
 
5.22834179 1 < 0.1%
 
4.891062441 1 < 0.1%
 

V2
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.416908049651284e-16
Minimum-72.7157275629303
Maximum22.0577289904909
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-72.71572756
5-th percentile-1.971975144
Q1-0.5985499135
median0.0654855564
Q30.8037238712
95-th percentile1.808584754
Maximum22.05772899
Range94.77345655
Interquartile range (IQR)1.402273785

Descriptive statistics

Standard deviation1.651308579
Coefficient of variation (CV)4.832756854e+15
Kurtosis95.77310596
Mean3.41690805e-16
Median Absolute Deviation (MAD)0.9738367249
Skewness-4.624865573
Sum9.731593309e-11
Variance2.726820025
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-72.71572756 -41.57576988 -26.08325519 -19.78346519 -15.84839611 ... 7.7081184 8.93646474 10.20168913 12.89774684 22.05772899], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1669750195 77 < 0.1%
 
-0.3266677731 77 < 0.1%
 
0.08973464782 62 < 0.1%
 
-0.6065293082 60 < 0.1%
 
-0.1469749748 53 < 0.1%
 
0.3930505777 48 < 0.1%
 
0.3891982492 45 < 0.1%
 
1.036663009 40 < 0.1%
 
0.3314640264 39 < 0.1%
 
0.4474736062 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-72.71572756 1 < 0.1%
 
-63.34469832 1 < 0.1%
 
-60.46461766 1 < 0.1%
 
-50.38326913 1 < 0.1%
 
-48.06085602 1 < 0.1%
 
ValueCountFrequency (%) 
22.05772899 1 < 0.1%
 
21.46720299 1 < 0.1%
 
19.16723901 1 < 0.1%
 
18.90245284 1 < 0.1%
 
18.18362646 1 < 0.1%
 

V20
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.406702593096157e-16
Minimum-54.497720494566
Maximum39.4209042482199
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-54.49772049
5-th percentile-0.5584348996
Q1-0.2117213647
median-0.06248109246
Q30.133040841
95-th percentile0.8361440894
Maximum39.42090425
Range93.91862474
Interquartile range (IQR)0.3447622057

Descriptive statistics

Standard deviation0.7709250249
Coefficient of variation (CV)1.203310149e+15
Kurtosis271.016113
Mean6.406702593e-16
Median Absolute Deviation (MAD)0.3419077814
Skewness-2.037155299
Sum1.824673745e-10
Variance0.594325394
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-54.49772049 -24.43461779 -16.15049161 -7.98711098 -5.30785981 ... 5.595343 8.66864817 12.13946099 17.85237281 39.42090425], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1803701186 77 < 0.1%
 
-0.1320797243 77 < 0.1%
 
-0.1874207884 62 < 0.1%
 
0.005756655419 60 < 0.1%
 
-0.1207140343 53 < 0.1%
 
-0.08698932974 48 < 0.1%
 
0.0536071193 45 < 0.1%
 
-0.1675554163 40 < 0.1%
 
0.04521744119 39 < 0.1%
 
0.01695215418 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-54.49772049 1 < 0.1%
 
-28.00963533 1 < 0.1%
 
-25.22234524 1 < 0.1%
 
-23.64689033 1 < 0.1%
 
-23.42017257 1 < 0.1%
 
ValueCountFrequency (%) 
39.42090425 1 < 0.1%
 
38.11720913 1 < 0.1%
 
26.23739079 1 < 0.1%
 
24.13389419 1 < 0.1%
 
23.64909457 1 < 0.1%
 

V21
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6565617296790687e-16
Minimum-34.8303821448146
Maximum27.2028391573154
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-34.83038214
5-th percentile-0.5046735037
Q1-0.2283949468
median-0.0294501677
Q30.1863772034
95-th percentile0.5378677106
Maximum27.20283916
Range62.0332213
Interquartile range (IQR)0.4147721502

Descriptive statistics

Standard deviation0.7345240144
Coefficient of variation (CV)4.434027427e+15
Kurtosis207.2870404
Mean1.65656173e-16
Median Absolute Deviation (MAD)0.319069744
Skewness3.592991193
Sum4.718003765e-11
Variance0.5395255277
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-34.83038214 -14.05199734 -13.91634553 -8.8314442 -6.61214757 ... 5.48903944 8.84973724 11.94221114 17.31712919 27.20283916], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.262580846 77 < 0.1%
 
0.2697649514 77 < 0.1%
 
-0.3611580366 62 < 0.1%
 
-0.06420828148 60 < 0.1%
 
-0.3523338005 53 < 0.1%
 
-0.06721666134 48 < 0.1%
 
-0.2074324045 45 < 0.1%
 
-0.04023759275 40 < 0.1%
 
-0.1918199828 39 < 0.1%
 
0.007342802666 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-34.83038214 1 < 0.1%
 
-22.88934704 1 < 0.1%
 
-22.79760391 1 < 0.1%
 
-22.75753986 1 < 0.1%
 
-22.6656846 1 < 0.1%
 
ValueCountFrequency (%) 
27.20283916 6 < 0.1%
 
22.61488937 1 < 0.1%
 
22.59954336 1 < 0.1%
 
22.58898947 1 < 0.1%
 
22.58067527 1 < 0.1%
 

V22
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.444850054730208e-16
Minimum-10.933143697655
Maximum10.5030900899454
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-10.9331437
5-th percentile-1.081892184
Q1-0.5423503727
median0.006781942528
Q30.5285536353
95-th percentile1.128987321
Maximum10.50309009
Range21.43623379
Interquartile range (IQR)1.070904008

Descriptive statistics

Standard deviation0.7257015604
Coefficient of variation (CV)-2.106627426e+15
Kurtosis2.832966516
Mean-3.444850055e-16
Median Absolute Deviation (MAD)0.5842062791
Skewness-0.2132576228
Sum-9.811174095e-11
Variance0.5266427548
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-10.9331437 -5.80844294 -4.32783653 -3.43544278 -2.71858656 ... 2.44865061 3.00762902 3.83211815 4.8314208 10.50309009], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.8162637632 77 < 0.1%
 
0.8446266468 77 < 0.1%
 
-0.9842619492 62 < 0.1%
 
-0.08058707745 60 < 0.1%
 
-0.9969367748 53 < 0.1%
 
-0.07264159949 48 < 0.1%
 
-0.6924166842 45 < 0.1%
 
0.09617157396 40 < 0.1%
 
-0.6501177955 39 < 0.1%
 
0.2508856951 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-10.9331437 1 < 0.1%
 
-9.499422964 1 < 0.1%
 
-8.887017141 6 < 0.1%
 
-8.593641565 1 < 0.1%
 
-8.55580793 1 < 0.1%
 
ValueCountFrequency (%) 
10.50309009 1 < 0.1%
 
8.361985192 1 < 0.1%
 
8.316275439 1 < 0.1%
 
8.272232984 1 < 0.1%
 
7.357255162 1 < 0.1%
 

V23
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5786478972835623e-16
Minimum-44.807735203791296
Maximum22.5284116897749
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-44.8077352
5-th percentile-0.4722464465
Q1-0.161846345
median-0.0111929303
Q30.1476420639
95-th percentile0.4880159684
Maximum22.52841169
Range67.33614689
Interquartile range (IQR)0.3094884089

Descriptive statistics

Standard deviation0.6244602956
Coefficient of variation (CV)2.421657863e+15
Kurtosis440.0886587
Mean2.578647897e-16
Median Absolute Deviation (MAD)0.2619358543
Skewness-5.87514034
Sum7.344169717e-11
Variance0.3899506608
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-44.8077352 -21.049044 -11.37240332 -7.4760842 -4.67430177 ... 5.3036265 6.30311077 9.67188547 13.91039412 22.52841169], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.140304302 77 < 0.1%
 
0.02067466769 77 < 0.1%
 
0.3541980943 62 < 0.1%
 
-0.07299107927 60 < 0.1%
 
0.363484906 53 < 0.1%
 
-0.03658428268 48 < 0.1%
 
-0.1185975116 45 < 0.1%
 
-0.09254896958 40 < 0.1%
 
-0.1140694638 39 < 0.1%
 
0.103796606 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-44.8077352 1 < 0.1%
 
-36.66600007 1 < 0.1%
 
-32.828995 1 < 0.1%
 
-30.26972001 1 < 0.1%
 
-27.53364329 1 < 0.1%
 
ValueCountFrequency (%) 
22.52841169 1 < 0.1%
 
22.08354487 1 < 0.1%
 
20.8033441 1 < 0.1%
 
19.22816908 1 < 0.1%
 
19.00294182 1 < 0.1%
 

V24
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.471968223568872e-15
Minimum-2.83662691870341
Maximum4.58454913689817
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-2.836626919
5-th percentile-1.143662292
Q1-0.3545861364
median0.04097605606
Q30.4395266002
95-th percentile0.8663576267
Maximum4.584549137
Range7.421176056
Interquartile range (IQR)0.7941127366

Descriptive statistics

Standard deviation0.6056470678
Coefficient of variation (CV)1.354318809e+14
Kurtosis0.6188708
Mean4.471968224e-15
Median Absolute Deviation (MAD)0.4684439801
Skewness-0.5524993012
Sum1.273647854e-09
Variance0.3668083708
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-2.83662692 -2.4327638 -2.29577185 -2.18046813 -1.90788166 ... 2.96293219 3.70350218 3.93556202 4.01960385 4.58454914], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.7262118838 77 < 0.1%
 
0.3578272493 77 < 0.1%
 
0.6207093385 62 < 0.1%
 
1.01813597 60 < 0.1%
 
0.6048265698 53 < 0.1%
 
0.5296927676 48 < 0.1%
 
0.8914796679 45 < 0.1%
 
-1.345663706 40 < 0.1%
 
0.9159355995 39 < 0.1%
 
1.00995228 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-2.836626919 1 < 0.1%
 
-2.824848903 1 < 0.1%
 
-2.822683592 1 < 0.1%
 
-2.822383969 1 < 0.1%
 
-2.814897636 1 < 0.1%
 
ValueCountFrequency (%) 
4.584549137 1 < 0.1%
 
4.02286589 1 < 0.1%
 
4.016341817 1 < 0.1%
 
4.014444385 1 < 0.1%
 
3.998293678 1 < 0.1%
 

V25
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.340914685085768e-16
Minimum-10.2953970749851
Maximum7.51958867870916
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-10.29539707
5-th percentile-0.8250263713
Q1-0.3171450541
median0.01659350164
Q30.3507155629
95-th percentile0.7606985796
Maximum7.519588679
Range17.81498575
Interquartile range (IQR)0.6678606169

Descriptive statistics

Standard deviation0.5212780705
Coefficient of variation (CV)9.760089821e+14
Kurtosis4.290412283
Mean5.340914685e-16
Median Absolute Deviation (MAD)0.4032624388
Skewness-0.4157925903
Sum1.521129889e-10
Variance0.2717308268
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-10.29539707 -4.22681061 -2.99487554 -2.54633513 -2.27576423 ... 1.74768349 1.88193451 2.42831153 3.65581212 7.51958868], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1864229457 77 < 0.1%
 
0.366624307 77 < 0.1%
 
-0.2971378761 62 < 0.1%
 
0.6635747725 60 < 0.1%
 
-0.2645595863 53 < 0.1%
 
0.414685142 48 < 0.1%
 
0.7302403643 45 < 0.1%
 
0.5103049571 40 < 0.1%
 
0.7300730401 39 < 0.1%
 
0.3693981601 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-10.29539707 1 < 0.1%
 
-8.69662677 1 < 0.1%
 
-7.495741104 1 < 0.1%
 
-7.081325346 1 < 0.1%
 
-7.025783182 1 < 0.1%
 
ValueCountFrequency (%) 
7.519588679 1 < 0.1%
 
6.070850384 1 < 0.1%
 
5.852483571 1 < 0.1%
 
5.826159035 1 < 0.1%
 
5.541597595 1 < 0.1%
 

V26
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.6870983495153213e-15
Minimum-2.60455055280817
Maximum3.5173456116237998
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-2.604550553
5-th percentile-0.6973482579
Q1-0.3269839259
median-0.05213910802
Q30.2409521737
95-th percentile0.9209154332
Maximum3.517345612
Range6.121896164
Interquartile range (IQR)0.5679360996

Descriptive statistics

Standard deviation0.4822270133
Coefficient of variation (CV)2.858321884e+14
Kurtosis0.9190057709
Mean1.68709835e-15
Median Absolute Deviation (MAD)0.3766309756
Skewness0.5766926172
Sum4.804974196e-10
Variance0.2325428923
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-2.60455055 -1.73246265 -1.45008905 -1.36198974 -1.27283577 ... 2.03039565 2.42853702 2.76658759 3.13903746 3.51734561], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.398827515 77 < 0.1%
 
0.09654447079 77 < 0.1%
 
0.1667356343 62 < 0.1%
 
-0.6713228443 60 < 0.1%
 
0.2196706474 53 < 0.1%
 
0.7358696518 48 < 0.1%
 
0.3840134458 45 < 0.1%
 
-0.1826735225 40 < 0.1%
 
0.3838794176 39 < 0.1%
 
0.1103735486 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-2.604550553 1 < 0.1%
 
-2.534329721 1 < 0.1%
 
-2.24162029 1 < 0.1%
 
-2.068560869 1 < 0.1%
 
-1.855355338 1 < 0.1%
 
ValueCountFrequency (%) 
3.517345612 1 < 0.1%
 
3.463245654 1 < 0.1%
 
3.415636243 1 < 0.1%
 
3.220178375 1 < 0.1%
 
3.155327473 1 < 0.1%
 

V27
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.666452608403014e-16
Minimum-22.5656793207827
Maximum31.612198106136304
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-22.56567932
5-th percentile-0.4152459591
Q1-0.0708395293
median0.001342145979
Q30.09104511969
95-th percentile0.387746157
Maximum31.61219811
Range54.17787743
Interquartile range (IQR)0.161884649

Descriptive statistics

Standard deviation0.403632495
Coefficient of variation (CV)-1.100880164e+15
Kurtosis244.9892406
Mean-3.666452608e-16
Median Absolute Deviation (MAD)0.181466023
Skewness-1.170208942
Sum-1.044231368e-10
Variance0.162919191
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-22.56567932 -9.87052587 -7.06663223 -4.79689016 -4.78768352 ... 3.58409762 4.6595886 6.25897457 11.64407048 31.61219811], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.02773512151 77 < 0.1%
 
-0.03586631529 77 < 0.1%
 
-0.06829900993 62 < 0.1%
 
0.09680094523 60 < 0.1%
 
-0.03920945159 53 < 0.1%
 
-0.05823276765 48 < 0.1%
 
-0.02846527247 45 < 0.1%
 
0.1070583025 40 < 0.1%
 
-0.03190230409 39 < 0.1%
 
-0.02830206643 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-22.56567932 1 < 0.1%
 
-9.895244048 1 < 0.1%
 
-9.845807693 1 < 0.1%
 
-9.793567905 1 < 0.1%
 
-9.544855375 1 < 0.1%
 
ValueCountFrequency (%) 
31.61219811 1 < 0.1%
 
12.15240111 1 < 0.1%
 
11.13573984 1 < 0.1%
 
10.50788435 1 < 0.1%
 
10.13559735 1 < 0.1%
 

V28
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.2204044941502387e-16
Minimum-15.430083905534898
Maximum33.8478078188831
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-15.43008391
5-th percentile-0.3178431605
Q1-0.05295979302
median0.01124383156
Q30.07827995476
95-th percentile0.2560897065
Maximum33.84780782
Range49.27789172
Interquartile range (IQR)0.1312397478

Descriptive statistics

Standard deviation0.3300832642
Coefficient of variation (CV)-2.704703774e+15
Kurtosis933.3975021
Mean-1.220404494e-16
Median Absolute Deviation (MAD)0.1293334296
Skewness11.19209119
Sum-3.475797428e-11
Variance0.1089549613
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-15.43008391 -8.56762777 -8.20997413 -5.04941874 -3.71737909 ... 4.9723212 7.52952384 14.95165629 16.03588006 33.84780782], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.01849457297 77 < 0.1%
 
-0.06028215108 77 < 0.1%
 
-0.02958470284 62 < 0.1%
 
0.02869687829 60 < 0.1%
 
-0.0427869554 53 < 0.1%
 
-0.02665761951 48 < 0.1%
 
0.03612330941 45 < 0.1%
 
0.07181800295 40 < 0.1%
 
0.0298493414 39 < 0.1%
 
-0.02035863786 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-15.43008391 1 < 0.1%
 
-11.71089564 1 < 0.1%
 
-9.617915452 1 < 0.1%
 
-8.6565699 1 < 0.1%
 
-8.478685643 1 < 0.1%
 
ValueCountFrequency (%) 
33.84780782 1 < 0.1%
 
22.62007222 1 < 0.1%
 
16.12960914 1 < 0.1%
 
15.94215098 1 < 0.1%
 
15.87047405 1 < 0.1%
 

V3
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.3731499638785534e-15
Minimum-48.3255893623954
Maximum9.38255843282114
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-48.32558936
5-th percentile-2.389740464
Q1-0.8903648382
median0.1798463436
Q31.027195542
95-th percentile2.062635143
Maximum9.382558433
Range57.7081478
Interquartile range (IQR)1.917560381

Descriptive statistics

Standard deviation1.516255005
Coefficient of variation (CV)-1.104216615e+15
Kurtosis26.61955081
Mean-1.373149964e-15
Median Absolute Deviation (MAD)1.133681832
Skewness-2.24015544
Sum-3.910827218e-10
Variance2.299029241
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-48.32558936 -33.32316489 -22.9371157 -14.02401645 -10.0735812 ... 3.43683446 3.77503442 3.94280667 4.20695954 9.38255843], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-2.752040956 77 < 0.1%
 
0.4883057426 77 < 0.1%
 
-1.681835669 62 < 0.1%
 
-0.6819861929 60 < 0.1%
 
-2.955933665 53 < 0.1%
 
-4.508200532 48 < 0.1%
 
-2.165596605 45 < 0.1%
 
-1.689813707 40 < 0.1%
 
-2.057762777 39 < 0.1%
 
-0.4957574879 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-48.32558936 1 < 0.1%
 
-33.68098402 1 < 0.1%
 
-32.96534576 1 < 0.1%
 
-32.45419819 1 < 0.1%
 
-31.81358595 1 < 0.1%
 
ValueCountFrequency (%) 
9.382558433 1 < 0.1%
 
4.22610848 1 < 0.1%
 
4.187810599 1 < 0.1%
 
4.101716178 1 < 0.1%
 
4.079167812 1 < 0.1%
 

V4
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.0868686078944993e-15
Minimum-5.68317119816995
Maximum16.8753440335975
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-5.683171198
5-th percentile-2.195682822
Q1-0.8486401163
median-0.01984652948
Q30.7433412895
95-th percentile2.566500656
Maximum16.87534403
Range22.55851523
Interquartile range (IQR)1.591981406

Descriptive statistics

Standard deviation1.415868575
Coefficient of variation (CV)6.784656061e+14
Kurtosis2.635454915
Mean2.086868608e-15
Median Absolute Deviation (MAD)1.060289364
Skewness0.676292098
Sum5.943547876e-10
Variance2.004683822
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-5.6831712 -4.8962053 -4.52723802 -4.17292333 -3.80938435 ... 6.15860657 6.79222823 9.26217025 12.1436696 16.87534403], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.8423160333 77 < 0.1%
 
0.6353219207 77 < 0.1%
 
0.4542119602 62 < 0.1%
 
-1.904603396 60 < 0.1%
 
-0.5783559789 53 < 0.1%
 
-0.3117706833 48 < 0.1%
 
-0.3068726238 45 < 0.1%
 
1.315475833 40 < 0.1%
 
-0.3461753553 39 < 0.1%
 
-0.5570873884 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-5.683171198 1 < 0.1%
 
-5.600607141 1 < 0.1%
 
-5.560117581 1 < 0.1%
 
-5.519697123 1 < 0.1%
 
-5.416315392 1 < 0.1%
 
ValueCountFrequency (%) 
16.87534403 1 < 0.1%
 
16.71553737 1 < 0.1%
 
16.49121717 1 < 0.1%
 
15.30418399 1 < 0.1%
 
13.1436681 1 < 0.1%
 

V5
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.604066317127324e-16
Minimum-113.74330671114599
Maximum34.8016658766686
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-113.7433067
5-th percentile-1.702021455
Q1-0.6915970709
median-0.05433582674
Q30.6119264397
95-th percentile2.098959675
Maximum34.80166588
Range148.5449726
Interquartile range (IQR)1.303523511

Descriptive statistics

Standard deviation1.380246734
Coefficient of variation (CV)1.437148275e+15
Kurtosis206.90456
Mean9.604066317e-16
Median Absolute Deviation (MAD)0.8970674694
Skewness-2.425901496
Sum2.735305316e-10
Variance1.905081047
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-113.74330671 -33.63712466 -22.28542073 -15.26624984 -11.63406139 ... 6.5350165 9.21322904 11.97901488 18.6164867 34.80166588], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2.46307226 77 < 0.1%
 
-0.5627766808 77 < 0.1%
 
0.2983103715 62 < 0.1%
 
1.326623107 60 < 0.1%
 
2.609358271 53 < 0.1%
 
3.510116942 48 < 0.1%
 
2.641351251 45 < 0.1%
 
1.698436056 40 < 0.1%
 
2.583233822 39 < 0.1%
 
2.705041053 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-113.7433067 1 < 0.1%
 
-42.14789837 1 < 0.1%
 
-40.4277263 1 < 0.1%
 
-35.18212031 1 < 0.1%
 
-32.092129 1 < 0.1%
 
ValueCountFrequency (%) 
34.80166588 1 < 0.1%
 
34.09930934 1 < 0.1%
 
32.9114617 1 < 0.1%
 
31.45704605 1 < 0.1%
 
29.16217202 1 < 0.1%
 

V6
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4901072137089068e-15
Minimum-26.1605059358433
Maximum73.3016255459646
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-26.16050594
5-th percentile-1.406757262
Q1-0.7682956085
median-0.2741870765
Q30.3985648964
95-th percentile3.160381696
Maximum73.30162555
Range99.46213148
Interquartile range (IQR)1.166860505

Descriptive statistics

Standard deviation1.33227109
Coefficient of variation (CV)8.940773372e+14
Kurtosis42.64249396
Mean1.490107214e-15
Median Absolute Deviation (MAD)0.9090118217
Skewness1.826580665
Sum4.243929652e-10
Variance1.774946257
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-26.16050594 -11.92764918 -7.65705291 -6.04653576 -5.09671856 ... 6.65606052 7.83065927 11.74186397 23.2235678 73.30162555], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1.011072616 77 < 0.1%
 
3.173856423 77 < 0.1%
 
-0.9535260864 62 < 0.1%
 
3.436312447 60 < 0.1%
 
3.142641531 53 < 0.1%
 
2.45329922 48 < 0.1%
 
2.808083764 45 < 0.1%
 
0.528806549 40 < 0.1%
 
2.854101997 39 < 0.1%
 
2.762439585 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-26.16050594 1 < 0.1%
 
-23.49671393 1 < 0.1%
 
-21.92931229 1 < 0.1%
 
-21.24875162 1 < 0.1%
 
-20.86962619 1 < 0.1%
 
ValueCountFrequency (%) 
73.30162555 1 < 0.1%
 
23.91783713 1 < 0.1%
 
22.52929847 1 < 0.1%
 
21.55049619 1 < 0.1%
 
21.39306876 1 < 0.1%
 

V7
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.556467295694611e-16
Minimum-43.5572415712451
Maximum120.589493945238
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-43.55724157
5-th percentile-1.434423044
Q1-0.554075879
median0.04010308279
Q30.5704360729
95-th percentile1.407632108
Maximum120.5894939
Range164.1467355
Interquartile range (IQR)1.124511952

Descriptive statistics

Standard deviation1.237093598
Coefficient of variation (CV)-2.226403095e+15
Kurtosis405.607417
Mean-5.556467296e-16
Median Absolute Deviation (MAD)0.7378453767
Skewness2.553907417
Sum-1.582520781e-10
Variance1.530400571
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-43.55724157 -24.39829941 -18.8964248 -11.61948175 -8.99695145 ... 8.60646428 12.9762882 19.76465373 36.77731811 120.58949395], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.432125924 77 < 0.1%
 
0.01495266147 77 < 0.1%
 
0.1520025453 62 < 0.1%
 
-1.145126827 60 < 0.1%
 
-0.4168828412 53 < 0.1%
 
0.220468581 48 < 0.1%
 
-0.1716266361 45 < 0.1%
 
0.3317145024 40 < 0.1%
 
-0.1875473373 39 < 0.1%
 
-0.5349938273 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-43.55724157 1 < 0.1%
 
-41.50679608 1 < 0.1%
 
-37.06031146 1 < 0.1%
 
-33.23932817 1 < 0.1%
 
-31.76494649 1 < 0.1%
 
ValueCountFrequency (%) 
120.5894939 1 < 0.1%
 
44.05446136 1 < 0.1%
 
36.87736827 1 < 0.1%
 
36.67726795 1 < 0.1%
 
34.30317686 1 < 0.1%
 

V8
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.177555928326085e-16
Minimum-73.21671845526741
Maximum20.0072083651213
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-73.21671846
5-th percentile-0.8421468734
Q1-0.208629744
median0.02235803644
Q30.3273458619
95-th percentile1.049984294
Maximum20.00720837
Range93.22392682
Interquartile range (IQR)0.535975606

Descriptive statistics

Standard deviation1.194352903
Coefficient of variation (CV)1.014264269e+16
Kurtosis220.5869736
Mean1.177555928e-16
Median Absolute Deviation (MAD)0.5057401532
Skewness-8.521944195
Sum3.353761713e-11
Variance1.426478856
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-73.21671846 -41.26454171 -26.5910163 -19.21509804 -13.58597166 ... 4.97246324 7.17520414 8.68631765 10.71919233 20.00720837], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-0.1602108633 77 < 0.1%
 
0.7277062007 77 < 0.1%
 
-0.2070713797 62 < 0.1%
 
0.9591472621 60 < 0.1%
 
0.7843929483 53 < 0.1%
 
0.5433768006 48 < 0.1%
 
0.6833517336 45 < 0.1%
 
0.3645387616 40 < 0.1%
 
0.6851537704 39 < 0.1%
 
0.8082500984 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-73.21671846 1 < 0.1%
 
-50.94336887 1 < 0.1%
 
-50.68841936 1 < 0.1%
 
-50.42009006 1 < 0.1%
 
-41.48482251 1 < 0.1%
 
ValueCountFrequency (%) 
20.00720837 1 < 0.1%
 
19.58777262 1 < 0.1%
 
19.16832739 1 < 0.1%
 
18.74887195 1 < 0.1%
 
18.70925454 1 < 0.1%
 

V9
Real number (ℝ)

Distinct count275663
Unique (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.406455290984693e-15
Minimum-13.4340663182301
Maximum15.5949946071278
Zeros0
Zeros (%)0.0%
Memory size2.2 MiB
Mini histogram

Quantile statistics

Minimum-13.43406632
5-th percentile-1.758426018
Q1-0.6430975703
median-0.05142873155
Q30.5971390303
95-th percentile1.78078263
Maximum15.59499461
Range29.02906093
Interquartile range (IQR)1.240236601

Descriptive statistics

Standard deviation1.098632089
Coefficient of variation (CV)-4.565354251e+14
Kurtosis3.731310614
Mean-2.406455291e-15
Median Absolute Deviation (MAD)0.8143931408
Skewness0.5546797719
Sum-6.853753121e-10
Variance1.206992467
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-13.43406632 -9.47201447 -6.36847919 -4.6991433 -3.8802278 ... 7.93053308 7.9384842 8.15452668 10.3817734 15.59499461], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.1703618522 77 < 0.1%
 
0.6086058703 77 < 0.1%
 
0.5873352664 62 < 0.1%
 
1.671301564 60 < 0.1%
 
0.3599023789 53 < 0.1%
 
-0.1004339049 48 < 0.1%
 
-0.2979620013 45 < 0.1%
 
-0.7117979388 40 < 0.1%
 
-0.2866140686 39 < 0.1%
 
0.6977195955 36 < 0.1%
 
Other values (275653) 284270 99.8%
 
ValueCountFrequency (%) 
-13.43406632 1 < 0.1%
 
-13.32015469 1 < 0.1%
 
-11.12662352 1 < 0.1%
 
-10.84252587 1 < 0.1%
 
-9.481456334 1 < 0.1%
 
ValueCountFrequency (%) 
15.59499461 1 < 0.1%
 
10.39288882 1 < 0.1%
 
10.37065798 1 < 0.1%
 
10.3484067 1 < 0.1%
 
10.32613305 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

AmountClassTimeV1V10V11V12V13V14V15V16V17V18V19V2V20V21V22V23V24V25V26V27V28V3V4V5V6V7V8V9
0149.6200.0-1.3598070.090794-0.551600-0.617801-0.991390-0.3111691.468177-0.4704010.2079710.0257910.403993-0.0727810.251412-0.0183070.277838-0.1104740.0669280.128539-0.1891150.133558-0.0210532.5363471.378155-0.3383210.4623880.2395990.0986980.363787
12.6900.01.191857-0.1669741.6127271.0652350.489095-0.1437720.6355580.463917-0.114805-0.183361-0.1457830.266151-0.069083-0.225775-0.6386720.101288-0.3398460.1671700.125895-0.0089830.0147240.1664800.4481540.060018-0.082361-0.0788030.085102-0.255425
2378.6601.0-1.3583540.2076430.6245010.0660840.717293-0.1659462.345865-2.8900831.109969-0.121359-2.261857-1.3401630.5249800.2479980.7716790.909412-0.689281-0.327642-0.139097-0.055353-0.0597521.7732090.379780-0.5031981.8004990.7914610.247676-1.514654
3123.5001.0-0.966272-0.054952-0.2264870.1782280.507757-0.287924-0.631418-1.059647-0.6840931.965775-1.232622-0.185226-0.208038-0.1083000.005274-0.190321-1.1755750.647376-0.2219290.0627230.0614581.792993-0.863291-0.0103091.2472030.2376090.377436-1.387024
469.9902.0-1.1582330.753074-0.8228430.5381961.345852-1.1196700.175121-0.451449-0.237033-0.0381950.8034870.8777370.408542-0.0094310.798278-0.1374580.141267-0.2060100.5022920.2194220.2151531.5487180.403034-0.4071930.0959210.592941-0.2705330.817739
53.6702.0-0.425966-0.3714071.3412620.359894-0.358091-0.1371340.5176170.401726-0.0581330.068653-0.0331940.9605230.084968-0.208254-0.559825-0.026398-0.371427-0.2327940.1059150.2538440.0810801.141109-0.1682520.420987-0.0297280.4762010.260314-0.568671
64.9904.01.229658-0.099254-1.416907-0.153826-0.7510630.1673720.050144-0.4435870.002821-0.611987-0.0455750.141004-0.219633-0.167716-0.270710-0.154104-0.7800550.750137-0.2572370.0345070.0051680.0453711.2026130.1918810.272708-0.0051590.0812130.464960
740.8007.0-0.6442691.249376-0.6194680.2914741.757964-1.3238650.686133-0.076127-1.222127-0.3582220.3245051.417964-0.1567421.943465-1.0154550.057504-0.649709-0.415267-0.051634-1.206921-1.0853391.074380-0.4921990.9489340.4281181.120631-3.8078640.615375
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